Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008656

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000925

distance 0.223

#2 · Jalnacell 4790004240

distance 0.228 · cross-district

#3 · Sanglicell 4930004282

distance 0.232 · cross-district

#4 · Sanglicell 4930004117

distance 0.236 · cross-district

#5 · Nandedcell 4850000630

distance 0.238 · cross-district

#6 · Jalgaoncell 4780002866

distance 0.239 · cross-district

#7 · Jalnacell 4790002141

distance 0.242 · cross-district

#8 · Solapurcell 4960001325

distance 0.245 · cross-district

#9 · Chandrapurcell 4730007227

distance 0.246 · cross-district

#10 · Dharashivcell 4880001753

distance 0.249 · cross-district

#11 · Kolhapurcell 4800005444

distance 0.252 · cross-district

#12 · Dharashivcell 4880005857

distance 0.253 · cross-district

#13 · Sanglicell 4930004429

distance 0.254 · cross-district

#14 · Solapurcell 4960002169

distance 0.256 · cross-district

#15 · Sanglicell 4930001915

distance 0.257 · cross-district

#16 · Washimcell 4990000461

distance 0.257 · cross-district

#17 · Solapurcell 4960001235

distance 0.257 · cross-district

#18 · Sanglicell 4930003090

distance 0.259 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700008656}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.